Profiling Report

Dataset statistics

Number of variables	35
Number of observations	336442
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	167
Duplicate rows (%)	< 0.1%
Total size in memory	89.8 MiB
Average record size in memory	280.0 B

Variable types

Numeric	13
Categorical	22

Alerts

Dataset has 167 (< 0.1%) duplicate rows	Duplicates
`category` is highly overall correlated with `category_4` and 1 other fields	High correlation
`main_category` is highly overall correlated with `main_category_0` and 3 other fields	High correlation
`goal` is highly overall correlated with `goal_usd`	High correlation
`pledged` is highly overall correlated with `backers` and 1 other fields	High correlation
`backers` is highly overall correlated with `pledged` and 1 other fields	High correlation
`country` is highly overall correlated with `country_0` and 4 other fields	High correlation
`usd_pledged` is highly overall correlated with `pledged` and 1 other fields	High correlation
`goal_usd` is highly overall correlated with `goal`	High correlation
`month_launched` is highly overall correlated with `season` and 3 other fields	High correlation
`season` is highly overall correlated with `month_launched` and 3 other fields	High correlation
`category_4` is highly overall correlated with `category`	High correlation
`category_6` is highly overall correlated with `category`	High correlation
`main_category_0` is highly overall correlated with `main_category`	High correlation
`main_category_1` is highly overall correlated with `main_category`	High correlation
`main_category_2` is highly overall correlated with `main_category`	High correlation
`main_category_3` is highly overall correlated with `main_category`	High correlation
`country_0` is highly overall correlated with `country`	High correlation
`country_1` is highly overall correlated with `country`	High correlation
`country_2` is highly overall correlated with `country`	High correlation
`country_3` is highly overall correlated with `country` and 1 other fields	High correlation
`country_4` is highly overall correlated with `country` and 1 other fields	High correlation
`season_0` is highly overall correlated with `month_launched` and 2 other fields	High correlation
`season_1` is highly overall correlated with `month_launched` and 1 other fields	High correlation
`season_2` is highly overall correlated with `month_launched` and 2 other fields	High correlation
`category_0` is highly imbalanced (86.8%)	Imbalance
`country_0` is highly imbalanced (94.2%)	Imbalance
`country_1` is highly imbalanced (85.0%)	Imbalance
`country_2` is highly imbalanced (76.3%)	Imbalance
`goal` is highly skewed (γ1 = 85.66098087)	Skewed
`pledged` is highly skewed (γ1 = 72.83698571)	Skewed
`backers` is highly skewed (γ1 = 84.11949132)	Skewed
`usd_pledged` is highly skewed (γ1 = 81.90561351)	Skewed
`goal_usd` is highly skewed (γ1 = 121.7883294)	Skewed
`state` is uniformly distributed	Uniform
`main_category` has 24027 (7.1%) zeros	Zeros
`pledged` has 33321 (9.9%) zeros	Zeros
`backers` has 33521 (10.0%) zeros	Zeros
`usd_pledged` has 37898 (11.3%) zeros	Zeros
`week_day` has 53884 (16.0%) zeros	Zeros

Reproduction

Analysis started	2023-11-06 16:05:16.157626
Analysis finished	2023-11-06 16:06:24.664866
Duration	1 minute and 8.51 seconds
Software version	ydata-profiling vv4.2.0
Download configuration	config.json

category
Real number (ℝ)

Distinct	158
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	80.352836

Minimum	0
Maximum	157
Zeros	464
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	41
median	85
Q3	118
95-th percentile	147
Maximum	157
Range	157
Interquartile range (IQR)	77

Descriptive statistics

Standard deviation	43.487683
Coefficient of variation (CV)	0.54120906
Kurtosis	-1.195994
Mean	80.352836
Median Absolute Deviation (MAD)	38
Skewness	-0.046821468
Sum	27034069
Variance	1891.1786
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
112	15461	4.6%
39	14195	4.2%
128	12224	3.6%
89	12041	3.6%
58	10042	3.0%
135	9617	2.9%
55	8469	2.5%
147	8085	2.4%
54	7991	2.4%
52	7504	2.2%
Other values (148)	230813	68.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	464	0.1%
1	609	0.2%
2	1782	0.5%
3	537	0.2%
4	245	0.1%
5	2054	0.6%
6	624	0.2%
7	4815	1.4%
8	4149	1.2%
9	688	0.2%

Value	Count	Frequency (%)
157	256	0.1%
156	573	0.2%
155	1751	0.5%
154	185	0.1%
153	926	0.3%
152	4965	1.5%
151	532	0.2%
150	3587	1.1%
149	191	0.1%
148	812	0.2%

main_category
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	15
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.4351359

Minimum	0
Maximum	14
Zeros	24027
Zeros (%)	7.1%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	7
Q3	10
95-th percentile	13
Maximum	14
Range	14
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.8285251
Coefficient of variation (CV)	0.51492334
Kurtosis	-0.7488814
Mean	7.4351359
Median Absolute Deviation (MAD)	3
Skewness	-0.23527278
Sum	2501492
Variance	14.657604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
6	59832	17.8%
10	48388	14.4%
12	32561	9.7%
8	27591	8.2%
0	24027	7.1%
7	23875	7.1%
4	23863	7.1%
13	22756	6.8%
5	20026	6.0%
11	12186	3.6%
Other values (5)	41337	12.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24027	7.1%
1	9934	3.0%
2	8133	2.4%
3	5261	1.6%
4	23863	7.1%
5	20026	6.0%
6	59832	17.8%
7	23875	7.1%
8	27591	8.2%
9	7906	2.3%

Value	Count	Frequency (%)
14	10103	3.0%
13	22756	6.8%
12	32561	9.7%
11	12186	3.6%
10	48388	14.4%
9	7906	2.3%
8	27591	8.2%
7	23875	7.1%
6	59832	17.8%
5	20026	6.0%

goal
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	16830
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36572.435

Minimum	0.01
Maximum	1 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	0.01
5-th percentile	350
Q1	2000
median	5000
Q3	15000
95-th percentile	65000
Maximum	1 × 10⁸
Range	1 × 10⁸
Interquartile range (IQR)	13000

Descriptive statistics

Standard deviation	955169.65
Coefficient of variation (CV)	26.117201
Kurtosis	8271.6442
Mean	36572.435
Median Absolute Deviation (MAD)	4000
Skewness	85.660981
Sum	1.2304503 × 10¹⁰
Variance	9.1234906 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5000	26203	7.8%
10000	22003	6.5%
1000	15978	4.7%
3000	14897	4.4%
2000	14608	4.3%
15000	12080	3.6%
2500	11372	3.4%
500	10988	3.3%
20000	10647	3.2%
1500	10075	3.0%
Other values (16820)	187591	55.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1	< 0.1%
0.15	1	< 0.1%
0.5	1	< 0.1%
1	348	0.1%
1.065346249	1	< 0.1%
1.105931111	1	< 0.1%
1.10707411	1	< 0.1%
1.192672178	1	< 0.1%
1.208031446	1	< 0.1%
1.244968427	1	< 0.1%

Value	Count	Frequency (%)
100000000	20	< 0.1%
99000000	1	< 0.1%
80000000	1	< 0.1%
73000000	1	< 0.1%
70000000	1	< 0.1%
60000000	1	< 0.1%
58000000	1	< 0.1%
55000000	2	< 0.1%
50000000	9	< 0.1%
45000000	1	< 0.1%

pledged
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	105349
Distinct (%)	31.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11398.31

Minimum	0
Maximum	20338986
Zeros	33321
Zeros (%)	9.9%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	98.656585
median	1260
Q3	5638
95-th percentile	35000.951
Maximum	20338986
Range	20338986
Interquartile range (IQR)	5539.3434

Descriptive statistics

Standard deviation	101818.01
Coefficient of variation (CV)	8.932729
Kurtosis	9397.944
Mean	11398.31
Median Absolute Deviation (MAD)	1259
Skewness	72.836986
Sum	3.8348701 × 10⁹
Variance	1.0366908 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33321	9.9%
1	6999	2.1%
10	3509	1.0%
25	2916	0.9%
5	2752	0.8%
50	2639	0.8%
20	2217	0.7%
100	2192	0.7%
2	1977	0.6%
30	1526	0.5%
Other values (105339)	276394	82.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33321	9.9%
1	6999	2.1%
1.01	5	< 0.1%
1.02	3	< 0.1%
1.03	3	< 0.1%
1.04	1	< 0.1%
1.045582359	1	< 0.1%
1.05	1	< 0.1%
1.07	1	< 0.1%
1.08	2	< 0.1%

Value	Count	Frequency (%)
20338986.27	1	< 0.1%
15133210.16	1	< 0.1%
13285226.36	1	< 0.1%
12779843.49	1	< 0.1%
10266845.74	1	< 0.1%
9192055.66	1	< 0.1%
8782571.99	1	< 0.1%
8775872.951	1	< 0.1%
8596474.58	1	< 0.1%
6565782.5	1	< 0.1%

backers
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	4152
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	133.67244

Minimum	0
Maximum	219382
Zeros	33521
Zeros (%)	10.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	23
Q3	78
95-th percentile	429
Maximum	219382
Range	219382
Interquartile range (IQR)	75

Descriptive statistics

Standard deviation	1092.258
Coefficient of variation (CV)	8.1711532
Kurtosis	12224.159
Mean	133.67244
Median Absolute Deviation (MAD)	22
Skewness	84.119491
Sum	44973023
Variance	1193027.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33521	10.0%
1	24880	7.4%
2	16986	5.0%
3	11885	3.5%
4	8977	2.7%
5	7405	2.2%
6	6215	1.8%
7	5531	1.6%
8	4899	1.5%
9	4501	1.3%
Other values (4142)	211642	62.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33521	10.0%
1	24880	7.4%
2	16986	5.0%
3	11885	3.5%
4	8977	2.7%
5	7405	2.2%
6	6215	1.8%
7	5531	1.6%
8	4899	1.5%
9	4501	1.3%

Value	Count	Frequency (%)
219382	1	< 0.1%
213767	1	< 0.1%
154926	1	< 0.1%
105857	1	< 0.1%
92950	1	< 0.1%
91585	1	< 0.1%
87142	1	< 0.1%
85581	1	< 0.1%
80523	1	< 0.1%
78471	1	< 0.1%

country
Real number (ℝ)

Distinct	22
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.588286

Minimum	0
Maximum	21
Zeros	288
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	21
median	21
Q3	21
95-th percentile	21
Maximum	21
Range	21
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.4733844
Coefficient of variation (CV)	0.29445343
Kurtosis	2.6256892
Mean	18.588286
Median Absolute Deviation (MAD)	0
Skewness	-2.036793
Sum	6253880
Variance	29.957937
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
21	275852	82.0%
9	28205	8.4%
3	10954	3.3%
1	5741	1.7%
5	2268	0.7%
16	2016	0.6%
8	1778	0.5%
12	1547	0.5%
7	1257	0.4%
19	1254	0.4%
Other values (12)	5570	1.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	288	0.1%
1	5741	1.7%
2	659	0.2%
3	10954	3.3%
4	447	0.1%
5	2268	0.7%
6	852	0.3%
7	1257	0.4%
8	1778	0.5%
9	28205	8.4%

Value	Count	Frequency (%)
21	275852	82.0%
20	162	< 0.1%
19	1254	0.4%
18	1161	0.3%
17	565	0.2%
16	2016	0.6%
15	334	0.1%
14	115	< 0.1%
13	150	< 0.1%
12	1547	0.5%

usd_pledged
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	139626
Distinct (%)	41.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10345.991

Minimum	0
Maximum	20338986
Zeros	37898
Zeros (%)	11.3%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	76.99819
median	1139.1898
Q3	5322.819
95-th percentile	32273.958
Maximum	20338986
Range	20338986
Interquartile range (IQR)	5245.8208

Descriptive statistics

Standard deviation	96564.698
Coefficient of variation (CV)	9.333538
Kurtosis	11456.317
Mean	10345.991
Median Absolute Deviation (MAD)	1139.1898
Skewness	81.905614
Sum	3.4808258 × 10⁹
Variance	9.3247409 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37898	11.3%
1	4618	1.4%
25	2650	0.8%
10	2650	0.8%
50	2264	0.7%
5	2011	0.6%
100	1918	0.6%
20	1692	0.5%
2	1301	0.4%
30	1257	0.4%
Other values (139616)	278183	82.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37898	11.3%
0.1474146744	1	< 0.1%
0.2493734684	1	< 0.1%
0.3455303572	1	< 0.1%
0.566314	1	< 0.1%
0.57163525	1	< 0.1%
0.57361855	1	< 0.1%
0.57666895	1	< 0.1%
0.57815425	1	< 0.1%
0.57935775	1	< 0.1%

Value	Count	Frequency (%)
20338986.27	1	< 0.1%
15133210.16	1	< 0.1%
13285226.36	1	< 0.1%
12779843.49	1	< 0.1%
10266845.74	1	< 0.1%
9192055.66	1	< 0.1%
8782571.99	1	< 0.1%
8775872.951	1	< 0.1%
8596474.58	1	< 0.1%
6333295.77	1	< 0.1%

goal_usd
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	20372
Distinct (%)	6.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48609.338

Minimum	0.01
Maximum	3.9 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	0.01
5-th percentile	350
Q1	1923.0769
median	5000
Q3	15000
95-th percentile	75000
Maximum	3.9 × 10⁸
Range	3.9 × 10⁸
Interquartile range (IQR)	13076.923

Descriptive statistics

Standard deviation	1387269.3
Coefficient of variation (CV)	28.539153
Kurtosis	23557.997
Mean	48609.338
Median Absolute Deviation (MAD)	4000
Skewness	121.78833
Sum	1.6354223 × 10¹⁰
Variance	1.9245162 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5000	22382	6.7%
10000	18680	5.6%
1000	13026	3.9%
3000	12622	3.8%
2000	12349	3.7%
15000	10187	3.0%
2500	9816	2.9%
20000	9148	2.7%
500	8534	2.5%
1500	8343	2.5%
Other values (20362)	211355	62.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1	< 0.1%
0.15	1	< 0.1%
0.5	1	< 0.1%
0.7692307692	39	< 0.1%
0.8308051343	1	< 0.1%
0.8438076498	1	< 0.1%
0.8474576271	13	< 0.1%
0.8664004035	1	< 0.1%
0.8930093443	1	< 0.1%
0.9319267935	1	< 0.1%

Value	Count	Frequency (%)
390000000	1	< 0.1%
181818181.8	2	< 0.1%
159090909.1	1	< 0.1%
138888888.9	1	< 0.1%
133333333.3	2	< 0.1%
127272727.3	1	< 0.1%
109090909.1	1	< 0.1%
100000000	14	< 0.1%
92592592.59	1	< 0.1%
90909090.91	2	< 0.1%

campaigns_duration
Real number (ℝ)

Distinct	92
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.567539

Minimum	1
Maximum	92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	1
5-th percentile	16
Q1	29
median	30
Q3	35
95-th percentile	60
Maximum	92
Range	91
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	12.494211
Coefficient of variation (CV)	0.37221112
Kurtosis	2.9887027
Mean	33.567539
Median Absolute Deviation (MAD)	2
Skewness	1.3350177
Sum	11293530
Variance	156.10532
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	132142	39.3%
60	21554	6.4%
29	19809	5.9%
45	12814	3.8%
31	10669	3.2%
35	7981	2.4%
40	7549	2.2%
28	7118	2.1%
32	6352	1.9%
20	6156	1.8%
Other values (82)	104298	31.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	122	< 0.1%
2	136	< 0.1%
3	193	0.1%
4	214	0.1%
5	431	0.1%
6	377	0.1%
7	1147	0.3%
8	536	0.2%
9	671	0.2%
10	1853	0.6%

Value	Count	Frequency (%)
92	16	< 0.1%
91	437	0.1%
90	795	0.2%
89	824	0.2%
88	186	0.1%
87	88	< 0.1%
86	83	< 0.1%
85	62	< 0.1%
84	72	< 0.1%
83	53	< 0.1%

day_launched
Real number (ℝ)

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.164103

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	15
Q3	22
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	8.6001646
Coefficient of variation (CV)	0.5671397
Kurtosis	-1.1288608
Mean	15.164103
Median Absolute Deviation (MAD)	7
Skewness	0.073650153
Sum	5101841
Variance	73.962831
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1	12659	3.8%
9	12527	3.7%
11	12128	3.6%
10	12011	3.6%
15	11940	3.5%
12	11789	3.5%
8	11665	3.5%
13	11619	3.5%
14	11579	3.4%
19	11539	3.4%
Other values (21)	216986	64.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	12659	3.8%
2	11171	3.3%
3	11031	3.3%
4	11102	3.3%
5	11016	3.3%
6	11164	3.3%
7	11466	3.4%
8	11665	3.5%
9	12527	3.7%
10	12011	3.6%

Value	Count	Frequency (%)
31	5160	1.5%
30	8379	2.5%
29	8866	2.6%
28	9406	2.8%
27	9579	2.8%
26	9650	2.9%
25	10034	3.0%
24	10370	3.1%
23	10552	3.1%
22	10860	3.2%

month_launched
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.2883796

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	6
Q3	9
95-th percentile	11
Maximum	12
Range	11
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.1925521
Coefficient of variation (CV)	0.50769075
Kurtosis	-1.0874576
Mean	6.2883796
Median Absolute Deviation (MAD)	3
Skewness	0.040945887
Sum	2115675
Variance	10.192389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
7	34682	10.3%
6	31407	9.3%
5	31305	9.3%
3	31108	9.2%
4	30911	9.2%
8	30519	9.1%
9	29010	8.6%
10	28622	8.5%
2	27167	8.1%
11	23451	7.0%
Other values (2)	38260	11.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	22901	6.8%
2	27167	8.1%
3	31108	9.2%
4	30911	9.2%
5	31305	9.3%
6	31407	9.3%
7	34682	10.3%
8	30519	9.1%
9	29010	8.6%
10	28622	8.5%

Value	Count	Frequency (%)
12	15359	4.6%
11	23451	7.0%
10	28622	8.5%
9	29010	8.6%
8	30519	9.1%
7	34682	10.3%
6	31407	9.3%
5	31305	9.3%
4	30911	9.2%
3	31108	9.2%

year_launched
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2013.6079

Minimum	2009
Maximum	2016
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	2009
5-th percentile	2011
Q1	2012
median	2014
Q3	2015
95-th percentile	2016
Maximum	2016
Range	7
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.6868276
Coefficient of variation (CV)	0.00083771406
Kurtosis	-0.73766784
Mean	2013.6079
Median Absolute Deviation (MAD)	1
Skewness	-0.37242585
Sum	6.7746225 × 10⁸
Variance	2.8453874
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
2015	71963	21.4%
2014	70823	21.1%
2013	53371	15.9%
2012	49345	14.7%
2016	47068	14.0%
2011	30870	9.2%
2010	11647	3.5%
2009	1355	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2009	1355	0.4%
2010	11647	3.5%
2011	30870	9.2%
2012	49345	14.7%
2013	53371	15.9%
2014	70823	21.1%
2015	71963	21.4%
2016	47068	14.0%

Value	Count	Frequency (%)
2016	47068	14.0%
2015	71963	21.4%
2014	70823	21.1%
2013	53371	15.9%
2012	49345	14.7%
2011	30870	9.2%
2010	11647	3.5%
2009	1355	0.4%

week_day
Real number (ℝ)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3540372

Minimum	0
Maximum	6
Zeros	53884
Zeros (%)	16.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	5
Maximum	6
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.7097735
Coefficient of variation (CV)	0.72631541
Kurtosis	-0.82631011
Mean	2.3540372
Median Absolute Deviation (MAD)	1
Skewness	0.34815936
Sum	791997
Variance	2.9233255
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	70545	21.0%
2	63682	18.9%
3	56131	16.7%
0	53884	16.0%
4	50410	15.0%
5	26685	7.9%
6	15105	4.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	53884	16.0%
1	70545	21.0%
2	63682	18.9%
3	56131	16.7%
4	50410	15.0%
5	26685	7.9%
6	15105	4.5%

Value	Count	Frequency (%)
6	15105	4.5%
5	26685	7.9%
4	50410	15.0%
3	56131	16.7%
2	63682	18.9%
1	70545	21.0%
0	53884	16.0%

season
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

1	96233
2	92373
0	86982
3	60854

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	0
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
1	96233	28.6%
2	92373	27.5%
0	86982	25.9%
3	60854	18.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	96233	28.6%
2	92373	27.5%
0	86982	25.9%
3	60854	18.1%

Most occurring characters

Value	Count	Frequency (%)
1	96233	28.6%
2	92373	27.5%
0	86982	25.9%
3	60854	18.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	96233	28.6%
2	92373	27.5%
0	86982	25.9%
3	60854	18.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	96233	28.6%
2	92373	27.5%
0	86982	25.9%
3	60854	18.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	96233	28.6%
2	92373	27.5%
0	86982	25.9%
3	60854	18.1%

category_0
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

0	330258
1	6184

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	330258	98.2%
1	6184	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	330258	98.2%
1	6184	1.8%

Most occurring characters

Value	Count	Frequency (%)
0	330258	98.2%
1	6184	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	330258	98.2%
1	6184	1.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	330258	98.2%
1	6184	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	330258	98.2%
1	6184	1.8%

category_1
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

0	281071
1	55371

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	281071	83.5%
1	55371	16.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	281071	83.5%
1	55371	16.5%

Most occurring characters

Value	Count	Frequency (%)
0	281071	83.5%
1	55371	16.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	281071	83.5%
1	55371	16.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	281071	83.5%
1	55371	16.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	281071	83.5%
1	55371	16.5%

category_2
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

0	241289
1	95153

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	241289	71.7%
1	95153	28.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	241289	71.7%
1	95153	28.3%

Most occurring characters

Value	Count	Frequency (%)
0	241289	71.7%
1	95153	28.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	241289	71.7%
1	95153	28.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	241289	71.7%
1	95153	28.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	241289	71.7%
1	95153	28.3%

category_3
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

0	185589
1	150853

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	185589	55.2%
1	150853	44.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	185589	55.2%
1	150853	44.8%

Most occurring characters

Value	Count	Frequency (%)
0	185589	55.2%
1	150853	44.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	185589	55.2%
1	150853	44.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	185589	55.2%
1	150853	44.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	185589	55.2%
1	150853	44.8%

category_4
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

0	198234
1	138208

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	198234	58.9%
1	138208	41.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	198234	58.9%
1	138208	41.1%

Most occurring characters

Value	Count	Frequency (%)
0	198234	58.9%
1	138208	41.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	198234	58.9%
1	138208	41.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	198234	58.9%
1	138208	41.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	198234	58.9%
1	138208	41.1%

category_5
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

0	184448
1	151994

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	184448	54.8%
1	151994	45.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	184448	54.8%
1	151994	45.2%

Most occurring characters

Value	Count	Frequency (%)
0	184448	54.8%
1	151994	45.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	184448	54.8%
1	151994	45.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	184448	54.8%
1	151994	45.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	184448	54.8%
1	151994	45.2%

category_6
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

1	181627
0	154815

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	181627	54.0%
0	154815	46.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	181627	54.0%
0	154815	46.0%

Most occurring characters

Value	Count	Frequency (%)
1	181627	54.0%
0	154815	46.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	181627	54.0%
0	154815	46.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	181627	54.0%
0	154815	46.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	181627	54.0%
0	154815	46.0%

category_7
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

0	203050
1	133392

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	203050	60.4%
1	133392	39.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	203050	60.4%
1	133392	39.6%

Most occurring characters

Value	Count	Frequency (%)
0	203050	60.4%
1	133392	39.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	203050	60.4%
1	133392	39.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	203050	60.4%
1	133392	39.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	203050	60.4%
1	133392	39.6%

main_category_0
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

0	238607
1	97835

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	238607	70.9%
1	97835	29.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	238607	70.9%
1	97835	29.1%

Most occurring characters

Value	Count	Frequency (%)
0	238607	70.9%
1	97835	29.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	238607	70.9%
1	97835	29.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	238607	70.9%
1	97835	29.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	238607	70.9%
1	97835	29.1%

main_category_1
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

0	224582
1	111860

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	224582	66.8%
1	111860	33.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	224582	66.8%
1	111860	33.2%

Most occurring characters

Value	Count	Frequency (%)
0	224582	66.8%
1	111860	33.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	224582	66.8%
1	111860	33.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	224582	66.8%
1	111860	33.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	224582	66.8%
1	111860	33.2%

main_category_2
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

1	200391
0	136051

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	200391	59.6%
0	136051	40.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	200391	59.6%
0	136051	40.4%

Most occurring characters

Value	Count	Frequency (%)
1	200391	59.6%
0	136051	40.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	200391	59.6%
0	136051	40.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	200391	59.6%
0	136051	40.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	200391	59.6%
0	136051	40.4%

main_category_3
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

1	177855
0	158587

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
1	177855	52.9%
0	158587	47.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	177855	52.9%
0	158587	47.1%

Most occurring characters

Value	Count	Frequency (%)
1	177855	52.9%
0	158587	47.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	177855	52.9%
0	158587	47.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	177855	52.9%
0	158587	47.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	177855	52.9%
0	158587	47.1%

country_0
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

0	334169
1	2273

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	334169	99.3%
1	2273	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	334169	99.3%
1	2273	0.7%

Most occurring characters

Value	Count	Frequency (%)
0	334169	99.3%
1	2273	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	334169	99.3%
1	2273	0.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	334169	99.3%
1	2273	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	334169	99.3%
1	2273	0.7%

country_1
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

0	329222
1	7220

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	329222	97.9%
1	7220	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	329222	97.9%
1	7220	2.1%

Most occurring characters

Value	Count	Frequency (%)
0	329222	97.9%
1	7220	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	329222	97.9%
1	7220	2.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	329222	97.9%
1	7220	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	329222	97.9%
1	7220	2.1%

country_2
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

0	323359
1	13083

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	323359	96.1%
1	13083	3.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	323359	96.1%
1	13083	3.9%

Most occurring characters

Value	Count	Frequency (%)
0	323359	96.1%
1	13083	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	323359	96.1%
1	13083	3.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	323359	96.1%
1	13083	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	323359	96.1%
1	13083	3.9%

country_3
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

1	296429
0	40013

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
1	296429	88.1%
0	40013	11.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	296429	88.1%
0	40013	11.9%

Most occurring characters

Value	Count	Frequency (%)
1	296429	88.1%
0	40013	11.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	296429	88.1%
0	40013	11.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	296429	88.1%
0	40013	11.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	296429	88.1%
0	40013	11.9%

country_4
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

0	284191
1	52251

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	284191	84.5%
1	52251	15.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	284191	84.5%
1	52251	15.5%

Most occurring characters

Value	Count	Frequency (%)
0	284191	84.5%
1	52251	15.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	284191	84.5%
1	52251	15.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	284191	84.5%
1	52251	15.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	284191	84.5%
1	52251	15.5%

season_0
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

0	262141
1	74301

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	262141	77.9%
1	74301	22.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	262141	77.9%
1	74301	22.1%

Most occurring characters

Value	Count	Frequency (%)
0	262141	77.9%
1	74301	22.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	262141	77.9%
1	74301	22.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	262141	77.9%
1	74301	22.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	262141	77.9%
1	74301	22.1%

season_1
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

0	189075
1	147367

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	189075	56.2%
1	147367	43.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	189075	56.2%
1	147367	43.8%

Most occurring characters

Value	Count	Frequency (%)
0	189075	56.2%
1	147367	43.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	189075	56.2%
1	147367	43.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	189075	56.2%
1	147367	43.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	189075	56.2%
1	147367	43.8%

season_2
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

1	169106
0	167336

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	169106	50.3%
0	167336	49.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	169106	50.3%
0	167336	49.7%

Most occurring characters

Value	Count	Frequency (%)
1	169106	50.3%
0	167336	49.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	169106	50.3%
0	167336	49.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	169106	50.3%
0	167336	49.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	169106	50.3%
0	167336	49.7%

state
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

1	168221
0	168221

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	336442
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	168221	50.0%
0	168221	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	168221	50.0%
0	168221	50.0%

Most occurring characters

Value	Count	Frequency (%)
1	168221	50.0%
0	168221	50.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336442	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	168221	50.0%
0	168221	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	336442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	168221	50.0%
0	168221	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	168221	50.0%
0	168221	50.0%

Auto

Heatmap
Table

	category	main_category	goal	pledged	backers	country	usd_pledged	goal_usd	campaigns_duration	day_launched	month_launched	year_launched	week_day	season	category_0	category_1	category_2	category_3	category_4	category_5	category_6	category_7	main_category_0	main_category_1	main_category_2	main_category_3	country_0	country_1	country_2	country_3	country_4	season_0	season_1	season_2	state
category	1.000	0.220	0.024	0.057	0.064	-0.010	0.058	0.023	-0.008	0.001	-0.004	-0.044	-0.004	0.016	0.090	0.388	0.405	0.269	0.505	0.381	0.525	0.313	0.390	0.330	0.373	0.455	0.028	0.045	0.061	0.055	0.065	0.027	0.017	0.021	0.167
main_category	0.220	1.000	0.048	-0.040	-0.041	-0.013	-0.039	0.047	0.031	0.000	0.002	-0.006	0.010	0.026	0.111	0.207	0.265	0.332	0.272	0.368	0.351	0.383	0.843	0.660	0.606	0.731	0.039	0.060	0.082	0.083	0.096	0.041	0.040	0.050	0.144
goal	0.024	0.048	1.000	0.252	0.160	0.019	0.232	0.995	0.222	0.001	0.027	0.107	-0.028	0.002	0.010	0.004	0.005	0.005	0.000	0.000	0.000	0.004	0.006	0.002	0.004	0.000	0.000	0.016	0.008	0.002	0.003	0.000	0.003	0.003	0.016
pledged	0.057	-0.040	0.252	1.000	0.951	0.091	0.972	0.252	0.021	-0.024	-0.006	-0.110	-0.061	0.003	0.004	0.004	0.000	0.002	0.005	0.005	0.005	0.000	0.000	0.023	0.000	0.003	0.000	0.000	0.000	0.000	0.001	0.000	0.002	0.004	0.018
backers	0.064	-0.041	0.160	0.951	1.000	0.078	0.934	0.156	-0.004	-0.024	-0.012	-0.114	-0.064	0.000	0.005	0.005	0.006	0.001	0.009	0.005	0.000	0.003	0.005	0.018	0.007	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.014
country	-0.010	-0.013	0.019	0.091	0.078	1.000	0.098	0.020	0.030	-0.005	-0.023	-0.310	0.008	0.025	0.033	0.039	0.075	0.024	0.040	0.031	0.018	0.057	0.066	0.120	0.066	0.051	0.621	0.626	0.884	0.968	0.965	0.039	0.032	0.021	0.090
usd_pledged	0.058	-0.039	0.232	0.972	0.934	0.098	1.000	0.227	0.022	-0.025	-0.035	-0.178	-0.055	0.002	0.004	0.003	0.003	0.002	0.004	0.003	0.006	0.000	0.001	0.021	0.000	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	0.016
goal_usd	0.023	0.047	0.995	0.252	0.156	0.020	0.227	1.000	0.220	0.000	0.027	0.108	-0.028	0.000	0.012	0.002	0.003	0.002	0.000	0.000	0.000	0.003	0.003	0.000	0.000	0.000	0.003	0.027	0.005	0.000	0.006	0.000	0.000	0.000	0.012
campaigns_duration	-0.008	0.031	0.222	0.021	-0.004	0.030	0.022	0.220	1.000	0.009	0.009	-0.113	0.016	0.039	0.020	0.038	0.034	0.034	0.053	0.040	0.024	0.049	0.030	0.079	0.070	0.056	0.015	0.019	0.035	0.054	0.057	0.018	0.060	0.030	0.188
day_launched	0.001	0.000	0.001	-0.024	-0.024	-0.005	-0.025	0.000	0.009	1.000	-0.035	-0.004	0.008	0.021	0.007	0.016	0.021	0.019	0.021	0.021	0.018	0.022	0.020	0.020	0.008	0.022	0.017	0.010	0.007	0.008	0.012	0.019	0.031	0.046	0.051
month_launched	-0.004	0.002	0.027	-0.006	-0.012	-0.023	-0.035	0.027	0.009	-0.035	1.000	-0.106	-0.016	0.853	0.013	0.019	0.023	0.022	0.020	0.027	0.025	0.027	0.013	0.045	0.031	0.040	0.023	0.028	0.033	0.012	0.022	0.867	0.856	0.884	0.067
year_launched	-0.044	-0.006	0.107	-0.110	-0.114	-0.310	-0.178	0.108	-0.113	-0.004	-0.106	1.000	-0.030	0.074	0.113	0.171	0.144	0.071	0.027	0.083	0.053	0.102	0.111	0.257	0.174	0.084	0.121	0.148	0.191	0.228	0.275	0.070	0.122	0.074	0.173
week_day	-0.004	0.010	-0.028	-0.061	-0.064	0.008	-0.055	-0.028	0.016	0.008	-0.016	-0.030	1.000	0.027	0.006	0.027	0.029	0.022	0.027	0.021	0.021	0.024	0.013	0.027	0.025	0.011	0.006	0.013	0.018	0.016	0.019	0.015	0.040	0.018	0.070
season	0.016	0.026	0.002	0.003	0.000	0.025	0.002	0.000	0.039	0.021	0.853	0.074	0.027	1.000	0.014	0.024	0.029	0.026	0.026	0.027	0.029	0.034	0.027	0.038	0.027	0.037	0.015	0.018	0.024	0.008	0.013	0.902	0.907	0.890	0.091
category_0	0.090	0.111	0.010	0.004	0.005	0.033	0.004	0.012	0.020	0.007	0.013	0.113	0.006	0.014	1.000	0.061	0.086	0.045	0.027	0.004	0.020	0.007	0.057	0.071	0.048	0.061	0.009	0.016	0.028	0.013	0.023	0.013	0.000	0.010	0.047
category_1	0.388	0.207	0.004	0.004	0.005	0.039	0.003	0.002	0.038	0.016	0.019	0.171	0.027	0.024	0.061	1.000	0.025	0.044	0.017	0.051	0.021	0.033	0.152	0.007	0.024	0.107	0.005	0.022	0.029	0.022	0.035	0.024	0.011	0.030	0.073
category_2	0.405	0.265	0.005	0.000	0.006	0.075	0.003	0.003	0.034	0.021	0.023	0.144	0.029	0.029	0.086	0.025	1.000	0.115	0.013	0.073	0.004	0.073	0.111	0.072	0.003	0.025	0.019	0.040	0.056	0.049	0.064	0.026	0.024	0.030	0.103
category_3	0.269	0.332	0.005	0.002	0.001	0.024	0.002	0.002	0.034	0.019	0.022	0.071	0.022	0.026	0.045	0.044	0.115	1.000	0.059	0.075	0.054	0.133	0.148	0.137	0.137	0.002	0.002	0.018	0.022	0.000	0.009	0.033	0.025	0.031	0.092
category_4	0.505	0.272	0.000	0.005	0.009	0.040	0.004	0.000	0.053	0.021	0.020	0.027	0.027	0.026	0.027	0.017	0.013	0.059	1.000	0.040	0.076	0.022	0.095	0.124	0.018	0.017	0.005	0.004	0.003	0.025	0.020	0.022	0.028	0.026	0.016
category_5	0.381	0.368	0.000	0.005	0.005	0.031	0.003	0.000	0.040	0.021	0.027	0.083	0.021	0.027	0.004	0.051	0.073	0.075	0.040	1.000	0.008	0.078	0.034	0.006	0.046	0.023	0.001	0.016	0.029	0.015	0.028	0.033	0.027	0.037	0.124
category_6	0.525	0.351	0.000	0.005	0.000	0.018	0.006	0.000	0.024	0.018	0.025	0.053	0.021	0.029	0.020	0.021	0.004	0.054	0.076	0.008	1.000	0.044	0.022	0.079	0.235	0.150	0.008	0.000	0.000	0.008	0.012	0.020	0.037	0.026	0.043
category_7	0.313	0.383	0.004	0.000	0.003	0.057	0.000	0.003	0.049	0.022	0.027	0.102	0.024	0.034	0.007	0.033	0.073	0.133	0.022	0.078	0.044	1.000	0.116	0.186	0.210	0.219	0.025	0.032	0.044	0.025	0.045	0.030	0.022	0.045	0.148
main_category_0	0.390	0.843	0.006	0.000	0.005	0.066	0.001	0.003	0.030	0.020	0.013	0.111	0.013	0.027	0.057	0.152	0.111	0.148	0.095	0.034	0.022	0.116	1.000	0.070	0.241	0.172	0.019	0.033	0.053	0.044	0.057	0.021	0.021	0.043	0.095
main_category_1	0.330	0.660	0.002	0.023	0.018	0.120	0.021	0.000	0.079	0.020	0.045	0.257	0.027	0.038	0.071	0.007	0.072	0.137	0.124	0.006	0.079	0.186	0.070	1.000	0.184	0.075	0.040	0.067	0.095	0.054	0.081	0.048	0.000	0.026	0.166
main_category_2	0.373	0.606	0.004	0.000	0.007	0.066	0.000	0.000	0.070	0.008	0.031	0.174	0.025	0.027	0.048	0.024	0.003	0.137	0.018	0.046	0.235	0.210	0.241	0.184	1.000	0.136	0.012	0.026	0.044	0.025	0.037	0.000	0.035	0.020	0.086
main_category_3	0.455	0.731	0.000	0.003	0.005	0.051	0.005	0.000	0.056	0.022	0.040	0.084	0.011	0.037	0.061	0.107	0.025	0.002	0.017	0.023	0.150	0.219	0.172	0.075	0.136	1.000	0.020	0.031	0.042	0.012	0.005	0.041	0.023	0.018	0.113
country_0	0.028	0.039	0.000	0.000	0.000	0.621	0.000	0.003	0.015	0.017	0.023	0.121	0.006	0.015	0.009	0.005	0.019	0.002	0.005	0.001	0.008	0.025	0.019	0.040	0.012	0.020	1.000	0.012	0.006	0.168	0.005	0.017	0.004	0.009	0.024
country_1	0.045	0.060	0.016	0.000	0.000	0.626	0.000	0.027	0.019	0.010	0.028	0.148	0.013	0.018	0.016	0.022	0.040	0.018	0.004	0.016	0.000	0.032	0.033	0.067	0.026	0.031	0.012	1.000	0.327	0.095	0.185	0.026	0.003	0.004	0.058
country_2	0.061	0.082	0.008	0.000	0.000	0.884	0.000	0.005	0.035	0.007	0.033	0.191	0.018	0.024	0.028	0.029	0.056	0.022	0.003	0.029	0.000	0.044	0.053	0.095	0.044	0.042	0.006	0.327	1.000	0.248	0.336	0.033	0.009	0.000	0.086
country_3	0.055	0.083	0.002	0.000	0.000	0.968	0.000	0.000	0.054	0.008	0.012	0.228	0.016	0.008	0.013	0.022	0.049	0.000	0.025	0.015	0.008	0.025	0.044	0.054	0.025	0.012	0.168	0.095	0.248	1.000	0.752	0.009	0.000	0.007	0.026
country_4	0.065	0.096	0.003	0.001	0.000	0.965	0.000	0.006	0.057	0.012	0.022	0.275	0.019	0.013	0.023	0.035	0.064	0.009	0.020	0.028	0.012	0.045	0.057	0.081	0.037	0.005	0.005	0.185	0.336	0.752	1.000	0.020	0.003	0.000	0.064
season_0	0.027	0.041	0.000	0.000	0.000	0.039	0.000	0.000	0.018	0.019	0.867	0.070	0.015	0.902	0.013	0.024	0.026	0.033	0.022	0.033	0.020	0.030	0.021	0.048	0.000	0.041	0.017	0.026	0.033	0.009	0.020	1.000	0.470	0.535	0.061
season_1	0.017	0.040	0.003	0.002	0.000	0.032	0.000	0.000	0.060	0.031	0.856	0.122	0.040	0.907	0.000	0.011	0.024	0.025	0.028	0.027	0.037	0.022	0.021	0.000	0.035	0.023	0.004	0.003	0.009	0.000	0.003	0.470	1.000	0.068	0.058
season_2	0.021	0.050	0.003	0.004	0.000	0.021	0.003	0.000	0.030	0.046	0.884	0.074	0.018	0.890	0.010	0.030	0.030	0.031	0.026	0.037	0.026	0.045	0.043	0.026	0.020	0.018	0.009	0.004	0.000	0.007	0.000	0.535	0.068	1.000	0.083
state	0.167	0.144	0.016	0.018	0.014	0.090	0.016	0.012	0.188	0.051	0.067	0.173	0.070	0.091	0.047	0.073	0.103	0.092	0.016	0.124	0.043	0.148	0.095	0.166	0.086	0.113	0.024	0.058	0.086	0.026	0.064	0.061	0.058	0.083	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	category	main_category	goal	pledged	backers	country	usd_pledged	goal_usd	campaigns_duration	day_launched	month_launched	year_launched	week_day	season	category_1	category_2	category_3	category_4	category_5	category_6	category_7	main_category_0	main_category_1	main_category_2	main_category_3	country_3	country_4	season_0	season_1	season_2	state
0	124	10	1.0	113.00000	13	21	113.000000	1.000000	30	16	7	2015	3	2	0	1	0	0	0	0	0	0	0	1	1	1	0	0	0	1	1
1	67	13	750.0	2075.00000	36	21	2075.000000	750.000000	30	8	9	2013	6	0	0	1	0	0	0	0	1	1	1	0	1	1	0	1	0	0	1
2	157	12	20000.0	21960.00000	294	21	21960.000000	20000.000000	30	25	8	2014	0	2	1	1	1	1	1	1	0	0	0	0	1	1	0	0	0	1	1
3	106	14	2500.0	2646.50000	57	9	4100.557788	1923.076923	30	12	6	2015	4	2	1	1	0	1	0	0	0	1	0	1	0	0	1	0	0	1	1
4	75	10	4500.0	4710.00000	40	21	4710.000000	4500.000000	30	15	7	2014	1	2	0	1	0	0	1	0	0	0	0	1	1	1	0	0	0	1	1
5	39	6	2500.0	2800.00000	45	21	2800.000000	2500.000000	16	26	4	2012	3	1	0	0	1	0	1	1	0	0	0	1	0	1	0	0	1	1	1
6	50	4	5000.0	22492.90595	178	21	22492.905950	5000.000000	34	9	1	2014	0	3	0	0	0	1	1	0	0	1	0	0	0	1	0	0	1	0	1
7	106	11	2200.0	2812.27866	34	9	4009.754686	1692.307692	12	29	1	2016	3	2	0	1	0	1	0	0	0	0	0	0	1	0	1	0	1	0	1
8	58	7	25000.0	33932.53000	245	21	33932.530000	25000.000000	30	7	10	2014	1	0	0	0	0	0	1	0	1	0	1	0	0	1	0	1	0	0	1
9	114	12	20000.0	47066.00000	1164	9	73043.699348	15384.615385	30	13	7	2015	0	2	0	1	0	1	0	0	1	0	0	0	1	0	1	0	0	1	1

	category	main_category	goal	pledged	backers	country	usd_pledged	goal_usd	campaigns_duration	day_launched	month_launched	year_launched	week_day	season	category_0	category_1	category_3	category_4	category_5	category_6	category_7	main_category_0	main_category_1	main_category_2	main_category_3	country_3	country_4	season_0	season_1	season_2
336432	30	10	6000.0	1346.0	30	21	1346.000000	6000.000000	60	12	5	2015	1	1	0	1	1	0	0	1	0	0	0	1	1	1	0	0	1	1
336433	30	10	4500.0	5.0	1	21	0.000000	4500.000000	30	11	10	2016	1	0	0	1	1	0	0	1	0	0	0	1	1	1	0	1	0	0
336434	152	6	2920.0	10.0	1	21	10.000000	2920.000000	17	13	3	2010	5	1	0	0	1	0	0	1	0	0	0	1	0	1	0	0	1	1
336435	52	5	2000.0	1647.0	55	21	1647.000000	2000.000000	44	4	8	2012	5	2	0	0	0	1	1	1	0	1	0	0	1	1	0	0	0	1
336436	5	6	10000.0	1587.0	48	21	1587.000000	10000.000000	30	29	3	2013	4	1	0	1	0	1	0	0	1	0	0	1	0	1	0	0	1	1
336437	138	6	2000.0	0.0	0	21	0.000000	2000.000000	30	23	10	2015	4	0	1	0	0	0	0	0	0	0	0	1	0	1	0	1	0	0
336438	55	6	130000.0	1571.0	31	21	1571.000000	130000.000000	30	16	11	2012	4	0	0	0	1	1	1	1	0	0	0	1	0	1	0	1	0	0
336439	39	6	2150.0	275.0	3	21	275.000000	2150.000000	29	5	7	2010	0	2	0	0	1	0	1	1	0	0	0	1	0	1	0	0	0	1
336440	65	4	2000.0	1122.0	42	21	1122.000000	2000.000000	56	23	8	2012	3	2	0	1	0	1	1	1	1	0	1	1	1	1	0	0	0	1
336441	38	0	500.0	12.0	1	3	9.585729	666.666667	29	10	2	2015	1	3	0	1	1	0	1	1	1	1	0	1	1	1	1	0	1	0

Most frequently occurring

	category	main_category	goal	pledged	backers	country	usd_pledged	goal_usd	campaigns_duration	day_launched	month_launched	year_launched	week_day	season	category_1	category_2	category_3	category_4	category_5	category_6	category_7	main_category_0	main_category_1	main_category_2	main_category_3	country_3	country_4	season_1	season_2	state	# duplicates
17	8	13	240.0	0.0	0	9	0.0	184.615385	30	11	7	2014	4	2	1	0	1	0	0	0	0	1	1	0	1	0	1	0	1	0	10
75	58	7	20.0	0.0	0	21	0.0	20.000000	30	11	7	2014	4	2	0	0	0	0	1	0	1	0	1	0	0	1	0	0	1	0	5
111	83	8	440.0	440.0	8	21	440.0	440.000000	28	1	5	2014	3	1	1	1	1	0	0	0	0	0	1	1	0	1	0	1	1	1	5
58	55	6	500.0	0.0	0	21	0.0	500.000000	90	9	5	2011	0	1	0	0	1	1	1	1	0	0	0	1	0	1	0	1	1	0	4
65	58	7	10.0	0.0	0	21	0.0	10.000000	30	8	7	2014	1	2	0	0	0	0	1	0	1	0	1	0	0	1	0	0	1	0	4
66	58	7	10.0	0.0	0	21	0.0	10.000000	30	9	7	2014	2	2	0	0	0	0	1	0	1	0	1	0	0	1	0	0	1	0	4
73	58	7	20.0	0.0	0	21	0.0	20.000000	30	8	7	2014	1	2	0	0	0	0	1	0	1	0	1	0	0	1	0	0	1	0	4
74	58	7	20.0	0.0	0	21	0.0	20.000000	30	9	7	2014	2	2	0	0	0	0	1	0	1	0	1	0	0	1	0	0	1	0	4
80	58	7	50.0	0.0	0	21	0.0	50.000000	30	9	7	2014	2	2	0	0	0	0	1	0	1	0	1	0	0	1	0	0	1	0	4
82	58	7	100.0	0.0	0	21	0.0	100.000000	30	8	7	2014	1	2	0	0	0	0	1	0	1	0	1	0	0	1	0	0	1	0	4

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII